4 papers
Allen: Rethinking MAS Design through Step-Level Policy Autonomy
Qiangong Zhou, Zhiting Wang, Mingyou Yao +1
We introduce a new Multi-Agent System (MAS) - Allen, designed to address two core challenges in current MAS design: (1) improve system's policy autonomy, empowering agents to dynam…
Det-SAM2:Technical Report on the Self-Prompting Segmentation Framework Based on Segment Anything Model 2
Zhiting Wang, Qiangong Zhou, Zongyang Liu
Segment Anything Model 2 (SAM2) demonstrates exceptional performance in video segmentation and refinement of segmentation results. We anticipate that it can further evolve to achie…
MathLearner: A Large Language Model Agent Framework for Learning to Solve Mathematical Problems
Wenbei Xie, Donglin Liu, Haoran Yan +2
With the development of artificial intelligence (AI), large language models (LLM) are widely used in many fields. However, the reasoning ability of LLM is still very limited when i…
HiLight: Technical Report on the Motern AI Video Language Model
Zhiting Wang, Qiangong Zhou, Kangjie Yang +2
This technical report presents the implementation of a state-of-the-art video encoder for video-text modal alignment and a video conversation framework called HiLight, which featur…